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Wine Quality Prediction using Machine Learning

This project predicts wine quality using machine learning models such as Logistic Regression, KNN, and Decision Tree.

Features

  • Data analysis and visualization
  • Binary classification
  • Model comparison
  • Hyperparameter tuning

Tech Stack

Python, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Google Colab

Diksha

About

Developed a complete end-to-end Machine Learning project to predict wine quality based on physicochemical properties. The project involved data analysis, preprocessing, model training, evaluation, and optimization using Python.

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